Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9451796 | 0.7345133 | 0.4848097 |
| bt | 0.8359954 | 0.5374412 | 0.2298747 |
| maxnet | 0.8048287 | 0.4907261 | NA |
| gam | 0.8031829 | 0.4886936 | 0.2227599 |
| glm | 0.7430220 | 0.4418469 | 0.1387472 |